The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2020-12-07"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "67591203 (up from 67073613 yesterday: 0.77 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "1544533 (up from 1536056 yesterday: 0.55 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 12520452

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.29



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 14949299 192416 1.30 3737978 283703 1404 0.50 1.90
India 9703770 26567 0.27 830229 140958 385 0.27 1.45
Brazil 6623911 20371 0.31 747447 177317 376 0.21 2.68
Russia 2466961 27798 1.14 534250 43122 447 1.05 1.75
France 2349059 3411 0.15 307766 55613 366 0.66 2.37
Italy 1742557 13679 0.79 536676 60606 528 0.88 3.48
United Kingdom 1742525 14774 0.86 348226 61531 189 0.31 3.53
Spain 1702328 17681 1.05 205464 46646 394 0.85 2.74
Argentina 1466309 3199 0.22 147925 39888 118 0.30 2.72
Colombia 1377100 5997 0.44 171883 37995 187 0.49 2.76
Germany 1200006 5456 0.46 382480 19434 445 2.34 1.62
Mexico 1182249 6399 0.54 172853 110074 357 0.33 9.31
Poland 1067870 4421 0.42 334082 20181 92 0.46 1.89
Iran 1051374 10827 1.04 276253 50594 284 0.56 4.81
Peru 973912 1224 0.13 36901 36274 43 0.12 3.72
Turkey 860432 32137 3.88 442838 15103 203 1.36 1.76
Ukraine 843898 8985 1.08 282317 14208 154 1.10 1.68
South Africa 817878 3313 0.41 65609 22249 43 0.19 2.72
Belgium 592615 859 0.15 54744 17386 66 0.38 2.93
Indonesia 581550 5754 1.00 110902 17867 127 0.72 3.07
Netherlands 573750 7122 1.26 113913 9786 18 0.18 1.71
Iraq 566015 1815 0.32 44473 12460 28 0.23 2.20
Chile 562142 1760 0.31 29538 15663 35 0.22 2.79
Czechia 546833 0 0.00 81310 8902 0 0.00 1.63
Romania 517236 3660 0.71 152024 12447 127 1.03 2.41
Bangladesh 479743 2198 0.46 45271 6874 36 0.53 1.43
Philippines 441399 1565 0.36 31825 8572 18 0.21 1.94
Canada 426572 7724 1.84 121099 12796 108 0.85 3.00
Pakistan 423179 2885 0.69 62097 8487 89 1.06 2.01
Morocco 381188 1531 0.40 84999 6320 75 1.20 1.66
Saudi Arabia 358922 209 0.06 5366 5977 12 0.20 1.67
Switzerland 354306 9809 2.85 84332 5495 146 2.73 1.55
Israel 346797 1891 0.55 21836 2924 7 0.24 0.84
Portugal 325071 2597 0.81 99399 5041 78 1.57 1.55
Austria 305693 2263 0.75 97080 3897 57 1.48 1.27
Sweden 278912 0 0.00 101557 7067 0 0.00 2.53
Hungary 254148 3870 1.55 106692 5984 116 1.98 2.35
Jordan 244069 3980 1.66 94530 3116 60 1.96 1.28
Nepal 241995 1014 0.42 31022 1614 20 1.25 0.67
Serbia 226209 6557 2.99 138828 2005 56 2.87 0.89
Ecuador 198244 246 0.12 17568 13780 2 0.01 6.95
Kazakhstan 180777 688 0.38 18927 2490 2 0.08 1.38
Panama 179230 1511 0.85 31563 3212 19 0.60 1.79
United Arab Emirates 177577 1148 0.65 26023 594 2 0.34 0.33
Georgia 164976 2501 1.54 82141 1540 36 2.39 0.93
Japan 164434 1517 0.93 44877 2299 40 1.77 1.40
Bulgaria 164185 2764 1.71 62415 5010 213 4.44 3.05
Croatia 152239 1886 1.25 66720 2233 59 2.71 1.47
Azerbaijan 149765 3086 2.10 72682 1675 43 2.63 1.12
Dominican Republic 149138 685 0.46 14935 2346 1 0.04 1.57
Belarus 148953 1796 1.22 33505 1215 8 0.66 0.82
Costa Rica 146421 2736 1.90 21829 1825 52 2.93 1.25
Bolivia 145657 97 0.07 2286 8997 2 0.02 6.18
Kuwait 144599 230 0.16 7270 897 6 0.67 0.62
Armenia 142344 407 0.29 24458 2344 18 0.77 1.65
Qatar 140086 178 0.13 4058 239 0 0.00 0.17
Lebanon 138096 984 0.72 31650 1115 16 1.46 0.81
Guatemala 125674 124 0.10 10642 4274 24 0.56 3.40
Oman 125115 229 0.18 4397 1452 8 0.55 1.16
Egypt 118847 415 0.35 7838 6790 19 0.28 5.71
Moldova 117495 1130 0.97 27652 2438 19 0.79 2.07
Slovakia 117283 552 0.47 30007 1018 22 2.21 0.87
Greece 116721 1250 1.08 40318 3092 89 2.96 2.65
Ethiopia 113735 440 0.39 10679 1755 8 0.46 1.54
Honduras 111023 0 0.00 7784 2946 0 0.00 2.65
Venezuela 104904 462 0.44 7165 924 5 0.54 0.88
Tunisia 104329 327 0.31 23326 3596 35 0.98 3.45
Burma 100431 1276 1.29 30270 2132 22 1.04 2.12

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 1390828 24155 1.77 349138 20015 87 0.44 1.44 35199.94 506.55 1 in 28
Texas 1331719 8981 0.68 249119 23186 49 0.21 1.74 45927.87 799.63 1 in 22
Florida 1065785 7711 0.73 175921 19282 105 0.55 1.81 49622.78 897.77 1 in 20
Illinois 796264 8691 1.10 211016 14214 98 0.69 1.79 62837.38 1121.70 1 in 16
New York 713129 7302 1.03 149439 35034 76 0.22 4.91 36658.02 1800.90 1 in 27
Georgia 506690 5285 1.05 80454 9851 45 0.46 1.94 47722.50 927.81 1 in 21
Ohio 484297 9273 1.95 178933 7022 63 0.91 1.45 41431.50 600.73 1 in 24
Wisconsin 443389 2322 0.53 108827 3973 21 0.53 0.90 76151.83 682.36 1 in 13
Michigan 436400 9824 2.30 147446 10422 101 0.98 2.39 43697.43 1043.57 1 in 23
Pennsylvania 432207 9107 2.15 156972 11319 64 0.57 2.62 33760.93 884.16 1 in 30
Tennessee 408730 8136 2.03 89842 5009 66 1.34 1.23 59815.54 733.04 1 in 17
North Carolina 399362 4372 1.11 85155 5560 17 0.31 1.39 38077.69 530.13 1 in 26
Indiana 387278 5661 1.48 130534 6284 42 0.67 1.62 57526.05 933.42 1 in 17
New Jersey 371579 3563 0.97 90086 17336 15 0.09 4.67 41834.16 1951.77 1 in 24
Arizona 365843 1567 0.43 88931 6950 0 0.00 1.90 48043.09 912.69 1 in 21
Minnesota 356152 5290 1.51 125134 4064 21 0.52 1.14 63151.64 720.61 1 in 16
Missouri 332227 2807 0.85 83512 4289 5 0.12 1.29 54131.31 698.83 1 in 18
Alabama 272229 2352 0.87 52997 3892 3 0.08 1.43 55520.85 793.77 1 in 18
Colorado 264618 4037 1.55 96905 3358 2 0.06 1.27 45950.71 583.11 1 in 22
Massachusetts 259325 2481 0.97 68886 11035 31 0.28 4.26 37315.62 1587.88 1 in 27
Virginia 258870 3817 1.50 54233 4208 8 0.19 1.63 30328.56 493.00 1 in 33
Louisiana 252136 1013 0.40 47079 6607 23 0.35 2.62 54236.86 1421.23 1 in 18
Iowa 245984 1293 0.53 56387 2723 6 0.22 1.11 77964.67 863.06 1 in 13
South Carolina 234652 2553 1.10 38035 4579 13 0.28 1.95 45574.88 889.35 1 in 22
Oklahoma 218389 1903 0.88 61532 1911 15 0.79 0.88 55190.95 482.95 1 in 18
Utah 217638 2231 1.04 61859 949 10 1.06 0.44 67885.48 296.01 1 in 15
Maryland 217329 2302 1.07 49673 4865 19 0.39 2.24 35947.82 804.71 1 in 28
Kentucky 202591 1960 0.98 63494 2082 10 0.48 1.03 45345.98 466.01 1 in 22
Washington 184404 6957 3.92 52872 2941 16 0.55 1.59 24216.23 386.22 1 in 41
Kansas 176871 5507 3.21 52184 1856 70 3.92 1.05 60711.27 637.08 1 in 16
Arkansas 172042 1118 0.65 37694 2713 53 1.99 1.58 57008.61 898.99 1 in 18
Nevada 170587 2447 1.46 48488 2319 4 0.17 1.36 55382.58 752.88 1 in 18
Mississippi 166194 1263 0.77 31296 3961 0 0.00 2.38 55841.96 1330.91 1 in 18
Nebraska 141127 1293 0.92 39526 1236 31 2.57 0.88 72956.17 638.96 1 in 14
Connecticut 135844 8129 6.36 42560 5224 78 1.52 3.85 38101.84 1465.24 1 in 26
Idaho 111893 1383 1.25 28549 1055 20 1.93 0.94 62438.03 588.71 1 in 16
New Mexico 109947 1859 1.72 44493 1756 7 0.40 1.60 52434.89 837.46 1 in 19
South Dakota 86500 509 0.59 20222 1110 0 0.00 1.28 97777.79 1254.72 1 in 10
Oregon 85788 1292 1.53 28142 1045 12 1.16 1.22 20339.82 247.76 1 in 49
North Dakota 83342 361 0.44 18457 1028 9 0.88 1.23 109363.81 1348.97 1 in 9
Montana 68591 716 1.05 20564 742 6 0.82 1.08 64177.03 694.25 1 in 16
Rhode Island 65818 3681 5.92 21895 1448 35 2.48 2.20 62129.91 1366.86 1 in 16
Puerto Rico 57622 951 1.68 14606 1203 11 0.92 2.09 18042.43 376.68 1 in 55
West Virginia 56128 1131 2.06 21668 841 3 0.36 1.50 31406.48 470.58 1 in 32
Delaware 40711 799 2.00 11511 793 0 0.00 1.95 41807.87 814.37 1 in 24
Alaska 37539 503 1.36 13140 146 3 2.10 0.39 51314.68 199.58 1 in 19
Wyoming 36867 649 1.79 13674 289 23 8.65 0.78 63700.09 499.34 1 in 16
New Hampshire 25816 1045 4.22 10776 566 2 0.35 2.19 18986.39 416.26 1 in 53
District of Columbia 23319 183 0.79 4255 701 4 0.57 3.01 33041.49 993.27 1 in 30
Hawaii 18923 81 0.43 2070 262 0 0.00 1.38 13364.91 185.04 1 in 75
Maine 13775 427 3.20 4658 227 0 0.00 1.65 10247.64 168.87 1 in 98
Vermont 5080 65 1.30 2072 81 2 2.53 1.59 8141.17 129.81 1 in 123

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 25493351 1390828 5.46 4424457 349138 7.89 645201.6
2 Texas 11455346 1331719 11.63 2076735 249119 12.00 395068.0
3 Florida 13175860 1065785 8.09 6550383 175921 2.69 613465.9
4 Illinois 11178783 796264 7.12 2017330 211016 10.46 882176.5
5 New York 20746981 713129 3.44 3870138 149439 3.86 1066487.6
6 Georgia 4521060 506690 11.21 620352 80454 12.97 425815.2
7 Ohio 6527328 484297 7.42 1208489 178933 14.81 558411.5
8 Wisconsin 4651055 443389 9.53 757529 108827 14.37 798816.3
9 Michigan 7058720 436400 6.18 1250250 147446 11.79 706800.9
10 Pennsylvania 3369727 432207 12.83 526493 156972 29.81 263219.0
11 Tennessee 4733652 408730 8.63 571806 89842 15.71 692745.7
12 North Carolina 5655815 399362 7.06 995986 85155 8.55 539261.0
13 Indiana 4614540 387278 8.39 1044585 130534 12.50 685441.2
14 New Jersey 6290376 371579 5.91 949087 90086 9.49 708201.0
15 Arizona 2388839 365843 15.31 401058 88931 22.17 313706.2
16 Minnesota 4494494 356152 7.92 1080802 125134 11.58 796948.1
17 Missouri 3211429 332227 10.35 409682 83512 20.38 523253.2
18 Alabama 1651573 272229 16.48 184970 52997 28.65 336836.8
19 Colorado 3516003 264618 7.53 992251 96905 9.77 610551.2
20 Massachusetts 9013556 259325 2.88 1691825 68886 4.07 1297007.3
21 Virginia 3522052 258870 7.35 583919 54233 9.29 412634.8
22 Louisiana 3618824 252136 6.97 581588 47079 8.09 778443.6
23 Iowa 1100653 245984 22.35 107802 56387 52.31 348852.2
24 South Carolina 2554866 234652 9.18 449333 38035 8.46 496214.4
25 Oklahoma 2227218 218389 9.81 416762 61532 14.76 562859.3
26 Utah 1933554 217638 11.26 318241 61859 19.44 603112.7
27 Maryland 4730432 217329 4.59 835866 49673 5.94 782448.3
28 Kentucky 2771777 202591 7.31 529941 63494 11.98 620407.3
29 Washington 3143000 184404 5.87 364905 52872 14.49 412743.8
30 Kansas 861324 176871 20.53 127568 52184 40.91 295650.9
31 Arkansas 1773073 172042 9.70 256207 37694 14.71 587533.4
32 Nevada 1747116 170587 9.76 311325 48488 15.57 567216.7
33 Mississippi 1192494 166194 13.94 150605 31296 20.78 400683.6
34 Nebraska 1464841 141127 9.63 327595 39526 12.07 757255.4
35 Connecticut 3545421 135844 3.83 752269 42560 5.66 994427.9
36 Idaho 492725 111893 22.71 62302 28549 45.82 274948.2
37 New Mexico 1660275 109947 6.62 287408 44493 15.48 791802.8
38 South Dakota 341195 86500 25.35 45048 20222 44.89 385679.7
39 Oregon 2153661 85788 3.98 1190679 28142 2.36 510620.0
40 North Dakota 1136485 83342 7.33 165801 18457 11.13 1491328.8
41 Montana 692763 68591 9.90 119429 20564 17.22 648182.3
42 Rhode Island 1651621 65818 3.99 295904 21895 7.40 1559072.9
44 West Virginia 1235583 56128 4.54 296672 21668 7.30 691371.8
45 Delaware 788258 40711 5.16 159320 11511 7.23 809495.9
46 Alaska 1082140 37539 3.47 209793 13140 6.26 1479252.8
47 Wyoming 425916 36867 8.66 272515 13674 5.02 735912.5
48 New Hampshire 867283 25816 2.98 149394 10776 7.21 637843.6
49 District of Columbia 739084 23319 3.16 148732 4255 2.86 1047233.5
50 Hawaii 708166 18923 2.67 108172 2070 1.91 500162.4
51 Maine 936624 13775 1.47 180452 4658 2.58 696782.9
52 Vermont 586309 5080 0.87 108719 2072 1.91 939614.3

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 4296089 430671 1562 0.36 10.02 6362 781 116000 23080 5.36
Piemonte 1675897 178699 911 0.51 10.66 4243 345 65749 6687 3.74
Veneto 2894641 167799 2550 1.54 5.80 2529 317 78301 4261 2.54
Campania 1708880 166353 1060 0.64 9.73 1840 137 100295 2029 1.22
Emilia-Romagna 2232336 135651 1891 1.41 6.08 2805 239 69481 6219 4.58
Lazio 2367867 131627 1372 1.05 5.56 3209 340 93514 2668 2.03
Toscana 1653284 108990 593 0.55 6.59 1365 253 28084 2898 2.66
Sicilia 1030232 72407 918 1.28 7.03 1387 205 40246 1793 2.48
Puglia 843494 65342 1001 1.56 7.75 1608 197 46578 1736 2.66
Liguria 627252 53907 128 0.24 8.59 867 92 10010 2544 4.72
Friuli Venezia Giulia 772266 35826 359 1.01 4.64 665 58 14869 1059 2.96
Marche 434639 32538 145 0.45 7.49 518 82 14048 1337 4.11
Abruzzo 440108 30398 124 0.41 6.91 678 73 16641 989 3.25
P.A. Bolzano 324152 25476 155 0.61 7.86 405 33 10917 583 2.29
Umbria 438888 25209 65 0.26 5.74 338 56 5990 468 1.86
Sardegna 400260 24552 366 1.51 6.13 619 64 15142 539 2.20
Calabria 382781 18712 175 0.94 4.89 382 27 10341 353 1.89
P.A. Trento 396732 17268 165 0.96 4.35 423 48 2517 707 4.09
Basilicata 162068 9046 106 1.19 5.58 124 16 6393 180 1.99
Valle d’Aosta 56194 6748 22 0.33 12.01 105 10 944 335 4.96
Molise 98821 5338 52 0.98 5.40 52 9 2759 141 2.64

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Quebec 153176 1577 1.04 7277 22 0.30 4.75 17941.19 852.34 1 in 56
Ontario 132736 1774 1.35 3816 22 0.58 2.87 9022.40 259.38 1 in 111
Alberta 70301 1735 2.53 631 16 2.60 0.90 15929.91 142.98 1 in 63
British Columbia 38152 2020 5.59 527 35 7.11 1.38 7464.81 103.11 1 in 134
Manitoba 19131 325 1.73 407 12 3.04 2.13 13888.03 295.46 1 in 72
Saskatchewan 10412 273 2.69 60 1 1.69 0.58 8811.29 50.78 1 in 113
Nova Scotia 1376 8 0.58 65 0 0.00 4.72 1407.73 66.50 1 in 710
New Brunswick 536 2 0.37 7 0 0.00 1.31 687.19 8.97 1 in 1455
Newfoundland and Labrador 351 0 0.00 4 0 0.00 1.14 673.23 7.67 1 in 1485
Nunavut 219 3 1.39 0 0 NaN 0.00 NA NA 1 in NA
Prince Edward Island 84 4 5.00 0 0 NaN 0.00 531.11 0.00 1 in 1883
Yukon 57 3 5.56 1 0 0.00 1.75 1387.60 24.34 1 in 721
Northwest Territories 15 0 0.00 0 0 NaN 0.00 334.05 0.00 1 in 2994
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 45688.57 867.06 1 in 22
India 7247.03 105.27 1 in 138
Brazil 31647.93 847.19 1 in 32
Russia 17072.39 298.42 1 in 59
France 35065.82 830.17 1 in 29
Italy 28812.12 1002.08 1 in 35
United Kingdom 26227.05 926.11 1 in 38
Spain 36483.67 999.70 1 in 27
Argentina 33121.96 901.02 1 in 30
Colombia 28063.99 774.30 1 in 36
Germany 14494.58 234.74 1 in 69
Mexico 9150.53 851.97 1 in 109
Poland 28116.64 531.36 1 in 36
Iran 12954.34 623.39 1 in 77
Peru 30273.92 1127.57 1 in 33
Turkey 10647.59 186.90 1 in 94
Ukraine NA NA 1 in NA
South Africa 14419.57 392.26 1 in 69
Belgium 51983.77 1525.09 1 in 19
Indonesia 2202.84 67.68 1 in 454

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 457880 7936 1.73
Cook Illinois 332693 7018 2.11
Miami-Dade Florida 245064 3934 1.61
Maricopa Arizona 228486 4153 1.82
Harris Texas 199597 3069 1.54
Dallas Texas 148172 1670 1.13
Clark Nevada 129427 1852 1.43
Broward Florida 114426 1711 1.50
Tarrant Texas 111865 1099 0.98
San Bernardino California 107928 1188 1.10
Riverside California 100088 1488 1.49
Queens New York 96267 7376 7.66
Kings New York 95047 7531 7.92
San Diego California 94169 1062 1.13
El Paso Texas 90222 1241 1.38
Orange California 88842 1633 1.84
Bexar Texas 88196 1538 1.74
Salt Lake Utah 88184 430 0.49
Milwaukee Wisconsin 78380 789 1.01
Philadelphia Pennsylvania 75073 2055 2.74
Hennepin Minnesota 74735 1170 1.57
Wayne Michigan 71501 3321 4.64
Palm Beach Florida 69331 1731 2.50
Suffolk New York 67860 2083 3.07
Bronx New York 67754 5035 7.43
Nassau New York 65632 2273 3.46
Orange Florida 62041 658 1.06
Hillsborough Florida 61599 967 1.57
Franklin Ohio 60938 682 1.12
St. Louis Missouri 56500 1098 1.94
Westchester New York 55187 1534 2.78
Utah Utah 53820 156 0.29
Middlesex Massachusetts 52839 2479 4.69
Marion Indiana 52737 919 1.74
Shelby Tennessee 51550 709 1.38
Oakland Michigan 51468 1415 2.75
DuPage Illinois 51051 850 1.67
King Washington 49355 928 1.88
New York New York 48962 3236 6.61
Cuyahoga Ohio 47701 786 1.65
Mecklenburg North Carolina 47547 470 0.99
Duval Florida 47418 656 1.38
Davidson Tennessee 46491 440 0.95
Pima Arizona 45892 730 1.59
Hidalgo Texas 45387 2090 4.60
Kern California 45078 456 1.01
Oklahoma Oklahoma 44851 334 0.74
Douglas Nebraska 44591 389 0.87
Prince George’s Maryland 44402 961 2.16
Fairfield Connecticut 43840 1566 3.57
Fulton Georgia 43802 725 1.66
Will Illinois 43192 621 1.44
Gwinnett Georgia 43025 550 1.28
Sacramento California 42808 614 1.43
Macomb Michigan 42105 1337 3.18
Jefferson Kentucky 41168 470 1.14
Suffolk Massachusetts 40982 1276 3.11
Lake Illinois 40932 683 1.67
Fresno California 40869 506 1.24
Essex Massachusetts 40666 1489 3.66
Santa Clara California 40624 511 1.26
Travis Texas 40481 495 1.22
Providence Rhode Island 40206 1060 2.64
Denver Colorado 40176 546 1.36
Essex New Jersey 38574 2261 5.86
Bergen New Jersey 38227 2165 5.66
Hamilton Ohio 37528 382 1.02
Kent Michigan 37005 414 1.12
Jefferson Alabama 36872 520 1.41
Tulsa Oklahoma 36702 289 0.79
Montgomery Maryland 36449 990 2.72
Polk Iowa 36015 357 0.99
Pinellas Florida 35202 930 2.64
Kane Illinois 34854 504 1.45
New Haven Connecticut 34777 1313 3.78
Lubbock Texas 34722 402 1.16
Hudson New Jersey 34661 1610 4.64
Allegheny Pennsylvania 34121 573 1.68
Middlesex New Jersey 33834 1513 4.47
Fairfax Virginia 33762 626 1.85
Alameda California 33477 522 1.56
Passaic New Jersey 33174 1338 4.03
Hartford Connecticut 33035 1647 4.99
Adams Colorado 32758 371 1.13
Lee Florida 32476 599 1.84
Lake Indiana 32448 495 1.53
Cobb Georgia 32429 522 1.61
Wake North Carolina 32111 304 0.95
El Paso Colorado 31738 329 1.04
Baltimore Maryland 31708 773 2.44
Ramsey Minnesota 31551 545 1.73
Bernalillo New Mexico 30968 385 1.24
Sedgwick Kansas 30881 172 0.56
Waukesha Wisconsin 30776 247 0.80
Arapahoe Colorado 30569 456 1.49
Union New Jersey 30390 1451 4.77
Dane Wisconsin 30249 107 0.35
Johnson Kansas 30199 309 1.02
Erie New York 29720 883 2.97
DeKalb Georgia 29705 482 1.62

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc